- C++
- Python
- BST in C++
- Singleton in C++
- Programming assignment I: Linear regression in Python
- Programming assignment II: Logistic regression in Python
- Model 1: Linear regression.
- Model 2: Linear regression with log transformation.
- Model 3: Multivariate linear regression.
- Model 4: Multivariate linear regression with log transformation.
- RMSE and R^2 for model comparison.
- Bisection method.
- Newthon / Raphson method.
- Jacobi.
- Gauss-Seidel.
- exam_practice.py: Useful for studying definitions, languages and many more!